司法书记员
法律AI暴露度
- 数据来源: BLS发布时间: 2026-08
高· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别（低 / 中等 / 高 / 很高）
以BLS就业预测表中831个细分职业为基数。取值按 NEM（全国就业矩阵）代码给定，因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.170
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.39
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数，按发布原值0–1
ISCO-08职业小类单位 — 共用同一代码的职业取值相同
本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 44%。
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平，也不是一手测量：它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测，不是采用概率，也不区分自动化与增强。
Task-level exposure
仅显示有暴露的工作| Task | Claude.aiRaw / share % |
|---|---|
Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.23-1012 | 0.026134.0 |
Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.23-1012 | 0.022729.6 |
Draft or proofread judicial opinions, decisions, or citations.23-1012 | 0.018223.8 |
Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.23-1012 | 0.00749.7 |
Respond to questions from judicial officers or court staff on general legal issues.23-1012 | 0.00222.9 |
| Not observed on any surface — 14 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Attend court sessions to hear oral arguments or record necessary case information. | —0 |
Confer with judges concerning legal questions, construction of documents, or granting of orders. | —0 |
Keep abreast of changes in the law and inform judges when cases are affected by such changes. | —0 |
Review dockets of pending litigation to ensure adequate progress. | —0 |
Verify that all files, complaints, or other papers are available and in the proper order. | —0 |
Communicate with counsel regarding case management or procedural requirements. | —0 |
Participate in conferences or discussions between trial attorneys and judges. | —0 |
Compile court-related statistics. | —0 |
Coordinate judges' meeting and appointment schedules. | —0 |
Enter information into computerized court calendar, filing, or case management systems. | —0 |
Maintain judges' law libraries by assembling or updating appropriate documents. | —0 |
Perform courtroom duties, including calling calendars, administering oaths, and swearing in jury panels and witnesses. | —0 |
Prepare periodic reports on court proceedings, as required. | —0 |
Supervise law students, volunteers, or other personnel assigned to the court. | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Draft or proofread judicial opinions, decisions, or citations.O*NET Task ID 19047 | 1.0 |
Verify that all files, complaints, or other papers are available and in the proper order.O*NET Task ID 19054 | 1.0 |
Enter information into computerized court calendar, filing, or case management systems.O*NET Task ID 19057 | 1.0 |
Attend court sessions to hear oral arguments or record necessary case information.O*NET Task ID 19044 | 0.5 |
Communicate with counsel regarding case management or procedural requirements.O*NET Task ID 19045 | 0.5 |
Confer with judges concerning legal questions, construction of documents, or granting of orders.O*NET Task ID 19046 | 0.5 |
Keep abreast of changes in the law and inform judges when cases are affected by such changes.O*NET Task ID 19048 | 0.5 |
Prepare briefs, legal memoranda, or statements of issues involved in cases, including appropriate suggestions or recommendations.O*NET Task ID 19050 | 0.5 |
Research laws, court decisions, documents, opinions, briefs, or other information related to cases before the court.O*NET Task ID 19051 | 0.5 |
Review complaints, petitions, motions, or pleadings that have been filed to determine issues involved or basis for relief.O*NET Task ID 19052 | 0.5 |
Participate in conferences or discussions between trial attorneys and judges.O*NET Task ID 19049 | 0.0 |
Perform courtroom duties, including calling calendars, administering oaths, and swearing in jury panels and witnesses.O*NET Task ID 19059 | 0.0 |
Supervise law students, volunteers, or other personnel assigned to the court.O*NET Task ID 19062 | 0.0 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page